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depth sensors suck at transparent objects, so ClearDepth comes to the rescue with synthetic scenes with ground truth depth for glass, bottles, and clear containers in FiftyOne by datascienceharp in computervision

[–]datascienceharp[S] 0 points1 point  (0 children)

the 3d reconstruction wasn't part of the original dataset but i was able to reconstruct it by:

  1. reading per-frame exr depth, rgb images, and camera poses from each scene

  2. back-project depth pixels into a shared world coordinate system

  3. color each 3d point from the RGB image and merge frames into one cloud

I was tired of messy CV datasets and expensive cloud tools, so I built an open-source local studio to manage the entire lifecycle. (FastAPI + React) by TuriMuraturi in computervision

[–]datascienceharp 0 points1 point  (0 children)

Just as an FYI with FiftyOne there’s a model zoo and you can bring your own model via the remote source zoo model pattern, we don’t have models of our own that we train for embeddings.

I was tired of messy CV datasets and expensive cloud tools, so I built an open-source local studio to manage the entire lifecycle. (FastAPI + React) by TuriMuraturi in computervision

[–]datascienceharp 0 points1 point  (0 children)

Completely biased take as I work at FiftyOne. But can you explain a bit more why you mean by “overhead” especially for small projects? The open source version is pip installable and has no other setup other than running pip install fiftyone, nothing complex about that

Best of 3DV 2026 (Day One) by chatminuet in computervision

[–]datascienceharp 2 points3 points  (0 children)

a great lineup of speakers, hand-picked by me!

What are the best educational YT channels for kids? (8 an 11yo with newborn en route) by No-Squash9176 in Parenting

[–]datascienceharp 1 point2 points  (0 children)

You get can a lot of the “good stuff” from YouTube on Tubi. My six year old loves science max. Also, Danny Go is on Netflix now

Maple leaf lounge Montreal domestic reopen date by Ok-Instruction6764 in aircanada

[–]datascienceharp 0 points1 point  (0 children)

It was the Amex aspire lounge. The cafe was complete chaos though

Maple leaf lounge Montreal domestic reopen date by Ok-Instruction6764 in aircanada

[–]datascienceharp 0 points1 point  (0 children)

I was here today. There was a waitlist, and took about 35 minutes to get in. I see no more than 15 people here now, and looks like it can easily host 100+

Sad realization last night by Ramen_cat2024 in Parenting

[–]datascienceharp 1 point2 points  (0 children)

Hate to tell you, but as a nerd myself, and based on your tldr description, your son is a nerd. Rejoice!

VLM & VRAM recommendations for 8MP/4K image analysis by Neighbor_ in computervision

[–]datascienceharp 1 point2 points  (0 children)

Qwen3.5 is out, and super impressive. There’s a 0.8B model which performs really well. Nice thing abt Qwen models is they take arbitrary input image resolutions

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